Sparkle: Optimizing Spark for Large Memory Machines and Analytics.
Mijung KimJun LiHaris VolosManish MarwahAlexander UlanovKimberly KeetonJoseph TucekLucy CherkasovaLe XuPradeep FernandoPublished in: CoRR (2017)
Keyphrases
- data mining
- memory usage
- learning analytics
- memory size
- main memory
- data management
- computing power
- computational power
- memory requirements
- business intelligence
- case study
- machine learning
- neural network
- database
- parallel machines
- data analytics
- memory space
- social media
- computational complexity
- data structure
- decision trees
- information retrieval
- databases